应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Board Infinity
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning
中级 · 专项课程 · 1-3 个月

EDHEC Business School
您将获得的技能: 金融市场, 风险管理, 机器学习方法, 数据可视化软件, 社交网络分析, 投资组合风险, 网络抓取, 投资管理, 投资组合管理, 投资, 机器学习, 资产管理, 财务建模, 财务报表, 网络分析, 文本挖掘, 非结构化数据, 应用机器学习, 投资回报, 预测建模
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Evaluation, Feature Engineering, Data Preprocessing, Financial Data, Predictive Modeling, Customer Demand Planning, Data-Driven Decision-Making, Exploratory Data Analysis, R Programming, Customer Analysis, Predictive Analytics, Profit and Loss (P&L) Management, Risk Modeling, Inventory Management System, Analytics, Advanced Analytics, Supply Chain Management, Business Analytics, Machine Learning, Business
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Feature Engineering, Generative AI, Model Deployment, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Machine Learning, Data Preprocessing, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Data Cleansing, Data Quality, AI Enablement, Prompt Engineering, Cloud Deployment, Supervised Learning, Scikit Learn (Machine Learning Library), AI Workflows, Cloud Computing
中级 · 专项课程 · 3-6 个月

您将获得的技能: Sampling (Statistics), Matplotlib, Data Analysis, Data Mining, Statistical Analysis, Statistical Hypothesis Testing, NumPy, Pandas (Python Package), Probability Distribution, Dimensionality Reduction, Model Evaluation, R Programming, Probability, Python Programming, Scikit Learn (Machine Learning Library), Data Preprocessing, Linear Algebra, Applied Machine Learning, Regression Analysis, Artificial Intelligence and Machine Learning (AI/ML)
初级 · 专项课程 · 3-6 个月

Edge Impulse
您将获得的技能: 模型评估, 数据分析, 人工神经网络, 数据伦理, 嵌入式系统, 嵌入式软件, 计算机编程, 机器学习, 功能工程, 应用机器学习, 深度学习, 卷积神经网络, 模型部署, Model Evaluation, 数字信号处理, 人工智能和机器学习(AI/ML), 数据预处理
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
攻读学位
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 回归分析, 模型评估, 机器学习, 数据整理, 功能工程, 机器学习算法, 应用机器学习, 监督学习, R 程序设计, 随机森林算法, 分类算法, 统计机器学习, Model Evaluation, 预测建模, 探索性数据分析, 预测分析, 数据预处理
混合 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 回归分析, 模型评估, 大数据, 数据分析, 机器学习, 应用机器学习, 监督学习, 分类算法, 数据挖掘, Apache Spark, 无监督学习, Model Evaluation, 统计分析, 探索性数据分析, 预测建模, 数据预处理
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: 模型评估, 迁移学习, 拥抱的脸, Model Evaluation, 数据预处理, Transfer Learning
中级 · 课程 · 1-3 个月

Simplilearn
您将获得的技能: Supervised Learning, Data Modeling, Unsupervised Learning, Applied Machine Learning, Data Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Reinforcement Learning, Artificial Intelligence, Classification Algorithms, Classification And Regression Tree (CART), Tensorflow, Machine Learning Algorithms, Keras (Neural Network Library), Artificial Neural Networks, Deep Learning, Machine Learning, Decision Tree Learning, Predictive Analytics, Regression Analysis
初级 · 专项课程 · 1-3 个月